Data Warehouse Architecture for Metal Mine Enterprise with UML AND CWM

DOI

10.2991/icmra-15.2015.93How to use a DOI?

Keywords

data warehouse; metal mine enterprise; object-oriented technique; CWM; multidimensional conceptual model; data analysis

Abstract

Owing to the curse of inflated data and deficient information knowledge, we presented a new approach to construct data warehouse architecture for supporting data analysis and decision making with object-oriented and CWM (Common Warehouse Metamodel) technologies based on comprehensive analysis of current situation of metal mine enterprises in our country. Firstly, basic data of metal mine enterprises were analyzed in distribution from data statistics and production operation two points of view. The former are targets for data mining arithmetic; the latter are the members of data marts built by distinct duty of department. Then, in the light of strategies of object-oriented data warehouse, it is reasonable to go through three steps of source data area, the staging area and the presentation area under a unified spatiotemporal and dimensional framework. According to this, new dataflow architecture was put forward with CWM to implement both transaction database for metal mine daily management and data warehouse for decision making. Obeying unified modeling language (UML), we built concept model of metal mine entities from real world to information world, which was subsequently mapped into dimensional model of data warehouse correspondingly depending on dimensional mapping rules. It shows that: for metal mine having tremendous multidimensional mineral entities, it displays more technical advantages of data warehouse of smart mine with object-oriented technique and CWM than structuring technique , so is for data integration.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Xinrui Liu
AU  - Guoping Lei
AU  - Fengyu Ren
AU  - Hongbin Ma
PY  - 2015/04
DA  - 2015/04
TI  - Data Warehouse Architecture for Metal Mine Enterprise with UML AND CWM
BT  - Proceedings of the 3rd International Conference on Mechatronics, Robotics and Automation
PB  - Atlantis Press
SP  - 468
EP  - 473
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmra-15.2015.93
DO  - 10.2991/icmra-15.2015.93
ID  - Liu2015/04
ER  -